ch.01 · ai-labs
Applied AI testbed
becoming home to core products.
The Lossless Group's pseudomonorepo for AI experiments graduating into real products. Currently housing three active builds; earlier strands have already shipped elsewhere.
ch.02 · active builds
Currently housing.
Three children. Each on its own three-tier branches; each rolls
its changelog/ and context-v/ up to this surface.
ch.03 · graduated
Earlier work, in its own home.
Strands that started in this tree and now live elsewhere.
ch.04 · discipline
How children talk to the parent.
Specs · explorations · plans · reminders
Every child carries the same six-folder shape. The parent owns cross-cutting documents that span more than one child.
Narrative ship notes
Structural changes — submodule moves, monorepo corrections, new children — land as parent-level entries. Feature ships live in each child's own changelog.
development → main → master
Three tiers at parity per the pseudomonorepos discipline. branch = on every .gitmodules entry. Parent gitlinks tidied deliberately, not auto-bumped.
ch.05 · studies
Pinned reading, not paraphrase.
Each study scopes one domain question and pins upstream code as nested submodules. We read from the pinned source, not from training data.
study · 01 study · 02 study · 03
Open Specs & Standards
Which file conventions have converged for human + agent cooperation?
AGENTS.md · SKILL.md · llms.txt · MCP · A2A · OpenSpec · Spec Kit
Memory Layers for Agents
How do production memory systems decide what to remember, when to update, and at what scope?
Mem0 · neo · StateBench
Data-Analytics Specs & Standards
Which machine-validatable specs converge across the analytics stack?
Data Package · Parquet · Arrow · Vega-Lite · Plot · ggsql